Robustness

Roger Koenker and Douglas Simpson
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Roger Koenker: University of Illinois
Douglas Simpson: University of Illinois

Chapter Chapter 6 in The Work of Raymond J. Carroll, 2014, pp 447-507 from Springer

Abstract: Abstract We are delighted to have the opportunity to introduce Ray’s papers on robustness in statistics. These papers include important breakthrough developments such as the first rigorous asymptotic analysis of trimmed least squares, the first robust heteroscedastic regression estimators, the first efficient bounded-influence estimators for generalized linear regression, and the first bounded-influence regression estimators with high breakdown points. Like so many of Ray’s publications, each of these widely cited papers is a marvel of clarity, innovation, and deep analysis.

Keywords: Rigorous Asymptotic Analysis; High Breakdown Point; Marvel; Deeper Analysis; Regression Estimator (search for similar items in EconPapers)
Date: 2014
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DOI: 10.1007/978-3-319-05801-6_6

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